AI and Machine Learning Operations Specialist
1 day ago
Job Title: AIML Ops Engineer
OverviewThis position involves working as an AIML Ops Engineer with a focus on building and deploying AI/ML solutions. The ideal candidate will have experience in machine learning algorithms, deep learning architectures, natural language processing (NLP), and information retrieval techniques.
Responsibilities- Data Preparation and Management
- Prepare, clean, and process large datasets.
- Build and maintain data pipelines.
- Model Development and Deployment
- Develop and implement machine learning models for various applications (classification, regression, clustering, recommendations, etc.).
- Engineer features and optimize model performance through hyperparameter tuning and validation.
- Automating model building, training, and deployment by building CI/CD/CT pipelines.
- Stay Updated
- Stay updated on new tools and techniques in machine learning and AI.
The ideal candidate will possess the following qualifications:
- Bachelor's or Master's in Computer Science, Engineering, Mathematics, Statistics, or related field.
- 3-5 years of hands-on experience in AI/ML engineering and Python.
- Experience with MLOps principles and tools for model deployment, monitoring, and lifecycle management.
- Experience with MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow, Containerization Docker, and Kubernetes, OpenShift.
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